As a result of Russia's invasion of Ukraine, the global economy is estimated to contract by **** percent in 2022. Furthermore, due to sanctions imposed on Russia, its economy is projected to decline by *** percent in 2022 and by **** percent in 2023.

In 2023, more than ** percent of foreign investors in Poland said that energy and raw material costs had short-term economic consequences resulting from Russia's invasion of Ukraine.

How is the economic impact of the Russia-Ukraine invasion – including Western sanctions on Russia and disruption to oil supply – expected to affect UK industries?

Abstract The war in Ukraine has had a marked economic impact. However, since Russia is a net producer of important commodities, the impact of sanctions on its economy was less than expected. But what would happen if there was a war involving a country that was a net importer of commodities? In the case of a possible China-US conflict over Taiwan, the impact on the world economy would be different, with a deeper recession around the world, but the impact on the Brazilian economy would still be positive on account of the possibility that would remain of agricultural exports to China.

Following Russia’s invasion of Ukraine on 24 February, we've looked at which industries across the globe are likely to be most affected by the economic effects of the invasion.

The economic effects of wars and recessions can have significant impacts on consumer attitudes and behaviors. Understanding how these attitudes and behaviors change impacts during challenging economic times is crucial for financial education and management. A survey was conducted to investigate the financial attitudes and behaviors of individuals during a recessionary period. The survey included questions about age, financial education level, savings behavior, attitudes towards debt, gender and financial management behavior, age and financial education, and income and savings behavior. Data were analyzed using t-tests and ANOVA. Participants with higher income level had higher levels of savings and investing behaviors than those with lower income levels. Participant with a higher level of formal education in finance had higher levels of budgeting and investing behaviors than those with a lower level of formal education in finance. Additionally, participants who reported higher levels of self-rated financial knowledge had higher levels of all financial management behaviors (budgeting, saving, investing, and debt management) compared to those with lower self-rated financial knowledge. The findings suggest that financial education and management programs should target individuals with lower income levels and less formal education in finance. Additionallt, promoting self-rated financial knowledge may be a useful strategy for improving financial management behaviors. Future research could explore the effectiveness of different financial education and management programs on improving financial attitudes and bevaiors during recessionary periods.

The Russia-Ukraine war impacted economic growth in North Africa. According to projections, the North African countries were affected in different ways. Considering the long-conflict scenario, with the war continuing after *********, Algeria's GDP would grow by **** percent in 2022 compared to the previous year. In contrast, the baseline scenario saw a projected growth of *** percent, which would have occurred in the absence of the war. In this scenario, Algeria was the North African country benefitting the most from the war, mainly due to increasing oil prices. Libya's GDP growth rate was also projected to increase due to the Russia-Ukraine war. In contrast, the economies of Egypt, Morocco, and Tunisia were negatively impacted by the war.

To accomplish our goal of the research, we selected Tangail district as our study population and draw a sample size for data collection from government and non-government employees using questionnaires and gathered primary data from 250 residents of Tangail. After a careful literature review, employees’ job status selected as dependent variable and the key economic indicators, such as inflation rates, consumer spending patterns, wage trends, seeking additional sources of income, employees' mental health, involvement in collective bargaining or labor action, and optimism about long-term prospects referred as independent variables.

In a survey conducted among Southeast Asians in 2024, **** percent of respondents answered that the Russia-Ukraine war led to an increase in energy and food prices and thus caused economic hardship in ASEAN.

The Russia-Ukraine war impacted consumer prices in North Africa. According to projections, inflation in all North African countries increased in 2022 due to the war. Considering the long-conflict scenario, with the war continuing after *********, Egypt's inflation rate would reach **** percent. In contrast, the baseline scenario saw a projected inflation of *** percent. In Tunisia, the inflation rate jumped to **** percent, compared to a baseline scenario of *** percent.

Over nine percent of children in Russia were estimated to fall into poverty additionally due to the economic crisis caused by the Russian invasion of Ukraine, based on the analysis from 2022. Russia had the most children among Eastern European and Central Asian countries. Furthermore, five percent of the Ukrainian child population was expected to experience poverty as a result of the economic shock. The economic decline caused by the war was also projected to increase adult poverty across the region, though to a lesser extent.

CURATING DATASETS IS TIME CONSUMING AND DIFFICULT, SO IF YOU FIND THE CONTENT USEFUL, PLEASE LEAVE AN UPVOTE! THANK YOU! 🙏

This is what real world data looks like! It is often messy, complicated, and leaves you wondering what you can even do with it. That is the fun and difficulty of data science. You have information, but what can you do with it? Should you try to use machine learning? Should you use statistics? That is for you to find out! 😄

About the Dataset

This dataset contains information regarding the ongoing Ukrainian and Russian conflict data dating back to 2014. There are two CSV files in this dataset. One contains data from 2014 to 2021, the other contains data from 2018 to 2023. Use your data science skills to better understand a conflict that is happening in real time! This is an excellent project for those looking to better understand global events or who are looking to work on a dataset with greater implications and a larger impact than a cat vs. dog classifier. 👍

I will be contributing to this dataset as new data becomes available, so stay tuned!

About the Conflict

The Ukraine-Russia conflict began in 2014 when Russia annexed Crimea from Ukraine, but the history of these two nations goes back much further than 2014. Since then, pro-Russian separatists have been fighting Ukrainian government forces in the Donbas region of Eastern Ukraine. The conflict has resulted in thousands of deaths and the displacement of over 1.5 million people.

In 2022, the conflict escalated again, with Russia mobilizing its military near the Ukrainian border and launching a large-scale invasion in February. Ukrainian forces have been engaged in heavy fighting with Russian troops and separatist militias, resulting in a humanitarian crisis and significant civilian casualties.

The international community has condemned Russia's actions and imposed economic sanctions on the country. Diplomatic efforts to resolve the conflict, including negotiations and ceasefires, have not been successful so far. The conflict remains ongoing and the situation is highly volatile.

This District Data Brief examines the trade connections between Ukraine and Russia and the Fourth Federal Reserve District, which includes Ohio, western Pennsylvania, eastern Kentucky, and the northern panhandle of West Virginia, and the potential impacts to the District’s economy.

The Russia-Ukraine war will negatively impact businesses in Poland. In October 2024, ** percent of companies in the manufacturing sector stated that the war in Ukraine had a minor negative effect on business activity. War in Ukraine threatened stability for *** percent of companies in the transportation and storage sector.

The damage to housing facilities from the Russian invasion of Ukraine was estimated at 57.6 billion U.S. dollars between February 24, 2022, and December 31, 2024. A further 36.7 billion U.S. dollars were recorded in losses from damages to transportation. The total war damage to Ukrainian sectors was estimated at 176 billion U.S. dollars over that period. War impact on the Ukrainian economy Ukraine’s gross domestic product (GDP) fell by 29 percent in 2022 as a result of the Russian invasion and was expected to grow by four percent in between 2023 and 2024. On the one hand, the country suffers from damage to its infrastructure which would require time and financial resources to be restored. On the other hand, the war threatens Ukraine’s international trade. The military actions disrupt the routes used for transporting goods for exports and imports. In July 2022, a deal has been signed between Russia and Ukraine in Istanbul to provide for a corridor for Ukrainian grain exports via the Black Sea; however, it was suspended a year after. Which are the largest industries in Ukraine? Wholesale and retail trade occupied the largest share of the GDP of Ukraine, at nearly 14 percent in 2021. Agriculture, having ranked second with over 10 percent, was another major sector, especially important for export trade. The value added by agriculture, forestry, and fishing reached over seven percent of Ukraine’s GDP in 2023.

The Russia-Ukraine war and subsequent oil sanctions from European countries have substantially disrupted the supply of Russian oil and gas. We estimate the effects of these disruptions on European output and find that a decline in the Russian oil and gas supply in 2022 could lead to a sizable drop in European output over 2023–24, though the effect differs across countries and sectors.

In the systemic risk (SRS) survey conducted by the Reserve Bank of India in May 2022, around ** percent of expert respondents expected a medium impact of the Russia-Ukraine war on the Indian economy. Reserve Bank's systemic risk survey presents perceptions of experts including market participants, related to major risks faced by the Indian financial system.

This dataset contains data from the experiment and python code for the project titled “Love or politics? Political views regarding the war in Ukraine in an online dating experiment”.

Paper abstract: How polarized is Russian society regarding the war in Ukraine? Political views have an impact on various behaviors, including relationship formation. In this paper I study the extent of polarization in the Russian society regrading the war in Ukraine by conducting a field experiment on a large Russian dating site and collecting data on more than 3,000 profile evaluations. The findings reveal sizable penalties for those who express pro-war or anti-war positions on their dating profiles, suggesting considerable levels of polarization in the Russian society regarding the war. Age of the online dating site users is the most divisive factor, as younger individuals are less likely to approach pro-war profiles but not anti-war profiles, while older individuals are less likely to respond positively to profiles indicating anti-war views but not pro-war views.

The experiment was conducted in October - November, 2022, on a large online dating site in Russia in three Russian regions: Moscow, Saint Petersburg, and Sverdlovskaya oblast. There are three separate data files, one for each region. Each file contains information on male dating site users that have been liked by and/or have viewed the experimental female profiles. The description is available at https://mpra.ub.uni-muenchen.de/118862/ . The folder also contains python code for data analysis.

Data for the manuscript entitled "Global Financial Crisis, Covid-19, and Russia-Ukraine War: Are the Effects of Macroeconomic Shocks on Global Inflation Different?

The Russia-Ukraine war affected economic growth and government finances in North Africa. According to projections, the government debt as a share of GDP declined in Algeria, Egypt, Morocco, and Tunisia in 2022 considering the long-conflict scenario, with the war continuing after June 2022. For instance, Morocco's public debt reached **** percent of the GDP in 2022, compared to a baseline scenario of **** percent, which would have occurred in the absence of the war.